Real ChatGPT answer · index seed00kfHfof8F4completeHome services and improvement · contractors and remodelinglocal

Who is the highest rated general contractor in Columbus Ohio that can start a major kitchen remodel by next month?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Who is the highest rated general contractor in Columbus Ohio that can start a major kitchen remodel by next month?
4 real searches · 1 real-search pass
Columbus Ohio kitchen remodeling contractors highest rated reviews November 2026 availability start dateGoogle ↗
OBSERVED
top rated kitchen remodeling general contractorsGoogle ↗
OBSERVED
major kitchen remodel contractorsGoogle ↗
OBSERVED
design build remodeling companiesGoogle ↗
OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Classifying 4 queries…

Searches and sources

ChatGPT4 real searches · gpt-6
Columbus Ohio kitchen remodeling contractors highest rated reviews November 2026 availability start date Google ↗
top rated kitchen remodeling general contractors Google ↗
major kitchen remodel contractors Google ↗
design build remodeling companies Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Columbus Ohio kitchen remodeling contractors highest rated reviews November 2026 availability start date
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
top rated kitchen remodeling general contractors
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
major kitchen remodel contractors
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
design build remodeling companies
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1